Dilate-Invariant Temporal Convolutional Network for Real-Time Edge Applications
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2021.3124219
Abstract: Temporal Convolutional Networks (TCNs) involving mono channels as input, have shown superior performance compared to state-of-the-art sequence detection recursive networks in a variety of applications. TCNs leverage the concept of dilated causal convolution for a… read more here.
Keywords: invariant temporal; data flow; temporal convolutional; dilate invariant ... See more keywords
Predicting the Future With a Scale-Invariant Temporal Memory for the Past
Sign Up to like & getrecommendations! Published in 2022 at "Neural Computation"
DOI: 10.1162/neco_a_01475
Abstract: Abstract In recent years, it has become clear that the brain maintains a temporal memory of recent events stretching far into the past. This letter presents a neurally inspired algorithm to use a scale-invariant temporal… read more here.
Keywords: scale; invariant temporal; scale invariant; temporal memory ... See more keywords